{"uid":"cap_7ZwL4_dTJJvsaejKZgHTA","slug":"data-ingestion-batches-adjacent-row-changes-equal-width-histogram-55edb285","name":"Data Ingestion Batches — Adjacent Row Changes + Equal-Width Histogram","description":"Data ingestion batches — Adjacent row changes + Equal-width histogram: Adjacent row changes + Equal-width histogram for supplied data ingestion batches records (received_rows, accepted_rows). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-analytics-01-156?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","received_rows","accepted_rows"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"accepted_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"received_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","accepted_rows":1,"dataset_group":"group-a","received_rows":10},{"date":"2026-10-02","row_id":"row-2","accepted_rows":2,"dataset_group":"group-b","received_rows":20},{"date":"2026-10-03","row_id":"row-3","accepted_rows":3,"dataset_group":"group-a","received_rows":15},{"date":"2026-10-04","row_id":"row-4","accepted_rows":4,"dataset_group":"group-b","received_rows":30}],"maxItems":200,"minItems":1},"field":{"enum":["received_rows","accepted_rows"],"type":"string","default":"received_rows"}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_38XaQ0vcagCsmCvHr2oEB","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Runs two local analytical reports on data ingestion batch records: adjacent row changes and an equal-width histogram for received_rows or accepted_rows fields.","exampleAgentPrompt":"Analyze my data ingestion batch records — I have 4 rows for group-a and group-b from October 1–4 2026 with received_rows values of 10, 20, 15, 30 and accepted_rows of 1, 2, 3, 4. Run the adjacent row changes and equal-width histogram reports on received_rows using 5 bins.","exampleUseCases":[{"title":"Ingestion pipeline spike detection","prompt":"I've got 50 rows of daily ingestion batch data with received_rows and accepted_rows per dataset group. Can you run the adjacent row changes and histogram reports on received_rows using 10 bins so I can see where the big jumps are?"},{"title":"Acceptance rate distribution analysis","prompt":"Run the equal-width histogram and adjacent row changes analysis on my accepted_rows data across 8 bins — I'll supply 120 rows with row IDs, dates, and dataset groups."},{"title":"Data quality audit across batches","prompt":"I want to audit my ingestion batches for the past month — analyze adjacent row changes and histogram distribution for received_rows across 5 bins using my 80-row dataset grouped by region and date."}],"resultDescription":"Returns two analytical reports: (1) an adjacent row changes report showing row-over-row deltas for the selected field (received_rows or accepted_rows), and (2) an equal-width histogram showing how values are distributed across the specified number of bins. Both reports are computed locally using the supplied data with no external lookups.","failureModes":["More than 200 rows submitted — request exceeds maxItems limit","Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) — validation error","Invalid date format (must be YYYY-MM-DD) — schema rejection","bins value outside 1–30 range — validation error","field value not one of 'received_rows' or 'accepted_rows' — enum error","Numeric values outside ±1,000,000,000,000 range — schema rejection"],"whenToPreferThis":"Choose this endpoint when you need two quick, self-contained analytical reports (adjacent row changes + histogram) on data ingestion batch metrics (received_rows, accepted_rows) from a small dataset of up to 200 rows, without requiring external data sources, live lookups, or prediction capabilities. It is cost-effective at $0.01 USDC for both reports simultaneously.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T00:52:34.653Z","isFirstParty":false,"canonicalSlug":"data-ingestion-batches-adjacent-row-changes-equal-width-histogram-55edb285"}